My second book on Data Science is focused on how to implement Machine Learning applications in Java by leveraging most popular libraries such as Apache Mahout, Weka, deeplearning4java, and others. It is scheduled to be published by the end of the year. Machine Learning in Java will provide you with the techniques and tools you …

Together with a team at Department of intelligent systems we started a machine learning-based approach to recognize different types of animal species based on the sound they produce. Currently supported species are Bumblebees, Birds, And Frogs. Website: http://animal-sounds.ijs.si A. Gradisek et al.: How to Recognize Animal Species Based On Sound – A Case Study On …

An analysis of daily-living behavior is an important approach to assess the wellbeing of an elderly person that lives at home alone. This study focuses on approaches to monitoring an individual in the home environment by an ambient-intelligence system in order to detect anomalies in daily-living patterns. We propose a method that is based on …

When a classifier is deployed in a particular environment, its performance could often be improved if it were adapted to that environment. We study how to adapt the initial classifier with a small set of labeled data form the new environment. We proposed a novel adaptive-training algorithm, which uses three additional classifiers to improve the …